diff --git a/.github/workflows/ci-images.yml b/.github/workflows/ci-images.yml
index 273d3dea..b96bac0f 100644
--- a/.github/workflows/ci-images.yml
+++ b/.github/workflows/ci-images.yml
@@ -15,7 +15,7 @@ on:
 
 jobs:
   build:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout
         uses: actions/checkout@v4
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index b05a4a0c..57235cc1 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -8,7 +8,7 @@ on:
 
 jobs:
   bats:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: install bats
@@ -25,7 +25,7 @@ jobs:
            make bats
 
   bats-nocontainer:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: install bats
@@ -41,7 +41,7 @@ jobs:
            make bats-nocontainer
 
   docker:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: install bats
@@ -77,7 +77,7 @@ jobs:
            make bats-docker
 
   macos:
-    runs-on: macos-14
+    runs-on: macos-latest
     steps:
       - uses: actions/checkout@v4
       - name: install golang
diff --git a/.github/workflows/latest.yml b/.github/workflows/latest.yml
index 232d7c0a..8e77c730 100644
--- a/.github/workflows/latest.yml
+++ b/.github/workflows/latest.yml
@@ -6,7 +6,7 @@ on:
 
 jobs:
   linux:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: Free Disk Space Linux
@@ -41,7 +41,7 @@ jobs:
         run: make test
 
   macos:
-    runs-on: macos-14
+    runs-on: macos-latest
     steps:
       - uses: actions/checkout@v4
       - name: install golang
@@ -52,7 +52,7 @@ jobs:
         run: make test
 
   build:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     needs: [linux, macos]
     steps:
         - uses: actions/checkout@v4
diff --git a/.github/workflows/nightly.yml b/.github/workflows/nightly.yml
index 49726b28..96186e28 100644
--- a/.github/workflows/nightly.yml
+++ b/.github/workflows/nightly.yml
@@ -6,7 +6,7 @@ on:
 
 jobs:
   linux:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
       - name: Free Disk Space Linux
@@ -36,7 +36,7 @@ jobs:
         run: make test
 
   macos:
-    runs-on: macos-14
+    runs-on: macos-latest
     steps:
       - uses: actions/checkout@v4
       - name: install golang
@@ -47,7 +47,7 @@ jobs:
         run: make test
 
   build:
-    runs-on: ubuntu-24.04
+    runs-on: ubuntu-latest
     needs: [linux, macos]
     steps:
         - uses: actions/checkout@v4
diff --git a/docs/ramalama-info.1.md b/docs/ramalama-info.1.md
index 5664848e..d6ad6143 100644
--- a/docs/ramalama-info.1.md
+++ b/docs/ramalama-info.1.md
@@ -1,7 +1,7 @@
 % ramalama-info 1
 
 ## NAME
-ramalama\-info - Display RamaLama configuration information
+ramalama\-info - display RamaLama configuration information
 
 
 ## SYNOPSIS
diff --git a/docs/ramalama-rag.1.md b/docs/ramalama-rag.1.md
new file mode 100644
index 00000000..a6bfa7cf
--- /dev/null
+++ b/docs/ramalama-rag.1.md
@@ -0,0 +1,28 @@
+% ramalama-rag 1
+
+## NAME
+ramalama\-rag - generate rag (Retrieval Augmented Generation) data from provided documents and convert into an OCI Image
+
+## SYNOPSIS
+**ramalama rag** [options] [path ...] image
+ 
+
+## DESCRIPTION
+Generate rag data from provided documents and convert into an OCI Image
+
+positional arguments:
+  path        Files/Directory containing PDF, DOCX, PPTX, XLSX, HTML, AsciiDoc & Markdown formatted files to be processed. Can be specified multiple times.
+  
+  image       OCI Image name to contain processed rag data
+
+
+## OPTIONS
+
+#### **--help**, **-h**
+Print usage message
+
+## SEE ALSO
+**[ramalama(1)](ramalama.1.md)**
+
+## HISTORY
+Dec 2024, Originally compiled by Dan Walsh <dwalsh@redhat.com>
diff --git a/docs/ramalama.1.md b/docs/ramalama.1.md
index 6f575d92..c450b096 100644
--- a/docs/ramalama.1.md
+++ b/docs/ramalama.1.md
@@ -129,7 +129,8 @@ The default can be overridden in the ramalama.conf file.
 | Command                                           | Description                                                |
 | ------------------------------------------------- | ---------------------------------------------------------- |
 | [ramalama-containers(1)](ramalama-containers.1.md)| list all RamaLama containers                               |
-| [ramalama-info(1)](ramalama-info.1.md)            | Display RamaLama configuration information                 |
+| [ramalama-rag(1)](ramalama-rag.1.md)              | generate rag (Retrieval Augmented Generation) data from provided documents and convert into an OCI Image |
+| [ramalama-info(1)](ramalama-info.1.md)            | display RamaLama configuration information                 |
 | [ramalama-list(1)](ramalama-list.1.md)            | list all downloaded AI Models                              |
 | [ramalama-login(1)](ramalama-login.1.md)          | login to remote registry                                   |
 | [ramalama-logout(1)](ramalama-logout.1.md)        | logout from remote registry                                |
diff --git a/ramalama/cli.py b/ramalama/cli.py
index 12f139fe..44014aea 100644
--- a/ramalama/cli.py
+++ b/ramalama/cli.py
@@ -6,6 +6,7 @@
 import subprocess
 import time
 import ramalama.oci
+import ramalama.rag
 
 from ramalama.huggingface import Huggingface
 from ramalama.common import (
@@ -15,6 +16,7 @@
     perror,
     run_cmd,
 )
+
 from ramalama.model import model_types
 from ramalama.oci import OCI
 from ramalama.ollama import Ollama
@@ -232,6 +234,7 @@ def configure_subcommands(parser):
     logout_parser(subparsers)
     pull_parser(subparsers)
     push_parser(subparsers)
+    rag_parser(subparsers)
     rm_parser(subparsers)
     run_parser(subparsers)
     serve_parser(subparsers)
@@ -405,7 +408,7 @@ def list_containers(args):
 
 
 def info_parser(subparsers):
-    parser = subparsers.add_parser("info", help="Display information pertaining to setup of RamaLama.")
+    parser = subparsers.add_parser("info", help="display information pertaining to setup of RamaLama.")
     parser.add_argument("--container", default=False, action="store_false", help=argparse.SUPPRESS)
     parser.set_defaults(func=info_cli)
 
@@ -730,6 +733,26 @@ def version_parser(subparsers):
     parser.set_defaults(func=print_version)
 
 
+def rag_parser(subparsers):
+    parser = subparsers.add_parser(
+        "rag",
+        help="generate rag (Retrieval Augmented Generation) data from provided documents and convert into an OCI Image",
+    )
+    parser.add_argument(
+        "PATH",
+        nargs="*",
+        help="""\
+Files/Directory containing PDF, DOCX, PPTX, XLSX, HTML, AsciiDoc & Markdown
+formatted files to be processed""",
+    )
+    parser.add_argument("IMAGE", help="OCI Image name to contain processed rag data")
+    parser.set_defaults(func=rag_cli)
+
+
+def rag_cli(args):
+    ramalama.rag.generate(args)
+
+
 def rm_parser(subparsers):
     parser = subparsers.add_parser("rm", help="remove AI Model from local storage")
     parser.add_argument("--container", default=False, action="store_false", help=argparse.SUPPRESS)
diff --git a/ramalama/rag.py b/ramalama/rag.py
new file mode 100644
index 00000000..a4530217
--- /dev/null
+++ b/ramalama/rag.py
@@ -0,0 +1,3 @@
+def generate(args):
+    print(args.PATH)
+    print(args.IMAGE)